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International Journal of Remote Sensing Volume 43, 2022 - Issue 9
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Research Article

Hyperspectral image classification by integrating attention-based LSTM and hybrid spectral networks

Mohammed Ahmed AL-Kubaisia Department of Civil Engineering, Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Selangor, Malaysia;b Directorate of Anbar Environment, Ministry of Environment, Anbar, Iraq
,
Helmi Zulhaidi Mohd Shafria Department of Civil Engineering, Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Selangor, Malaysia;c Geospatial Information Science Research Centre (GISRC), Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Selangor, MalaysiaCorrespondence[email protected] [email protected]
ORCID Iconhttps://orcid.org/0000-0002-8669-874X
ORCID Icon,
Mohd Hasmadi Ismaild Department of Forest Production, Faculty of Forestry, Universiti Putra Malaysia, Serdang, Selangor Darul Ehsan, MalaysiaORCID Iconhttps://orcid.org/0000-0001-6198-606X
ORCID Icon,
Mohd Johari Mohd Yusofe Faculty of Design and Architecture, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
&
Shaiful Jahari Bin Hashimf Department of Computer and Communication Systems Engineering, Universiti Putra Malaysia, Serdang, Selangor, MalaysiaORCID Iconhttps://orcid.org/0000-0002-4436-897X
ORCID Icon
Pages 3450-3469 | Received 10 Jan 2022, Accepted 21 Jun 2022, Published online: 11 Jul 2022

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Read on this site (1)

Masud Ibn Afjal, Md. Nazrul Islam Mondal & Md. Al Mamun. (2023) Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification. International Journal of Remote Sensing 44:11, pages 3412-3455.
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Articles from other publishers (2)

V. Lalitha & B. Latha. (2024) A novel model for hyper spectral image enhancement and classification: PCA, MBAO and CNN integration. Optical and Quantum Electronics 56:3.
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Yihan Fan, Yujun Guo, Yang Liu, Song Xiao, Xueqin Zhang & Guangning Wu. (2024) Evaluation method of composite insulator aging status based on hyperspectral imaging technology. Measurement 225, pages 113925.
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